Mitral Regurgitation Recogniton Based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification. - Zhe Liu; Xiliang Zhu; Tong Han; Yuhao Huang 001; Jian Wang 099; Lian Liu; Fang Wang; Dong Ni 001; Zhongshan Gou; Xin Yang 009 (MLMI@MICCAI (1), 2024)

Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasound. - Xin Yang 009; Lian Liu; Zhongnuo Yan; Junxuan Yu; Xindi Hu; Xuejuan Yu; Caixia Dong; Ju Chen; Hongmei Liu; Zhuan Yu; Xuedong Deng; Dong Ni 001; et al. (Medical Image Anal., 2024)

UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound. - Junxuan Yu; Yaofei Duan; Yuhao Huang 001; Yuchen Wang; Rongbo Ling; Weihao Luo; Ang Zhang; Jingxian Xu; Qiongying Ni; Yongsong Zhou; Binghan Li; Haoran Dou; et al. (CoRR, 2025)

MReg: A Novel Regression Model with MoE-based Video Feature Mining for Mitral Regurgitation Diagnosis. - Zhe Liu; Yuhao Huang 001; Lian Liu; Chengrui Zhang; Haotian Lin 009; Tong Han; Zhiyuan Zhu; Yanlin Chen; Yuerui Chen; Dong Ni 001; Zhongshan Gou; Xin Yang 009 (CoRR, 2025)